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Oct 13th, 2020
Paste 2 5 6 X 4 Vertical Shed
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- {
- vector<double> inputs{0.0,1.1,2.2,3.3,4.4,5.5,6.6,7.7,8.8,9.9};
- size_t poly_modulus_degree =8192;
- parms.set_poly_modulus_degree(poly_modulus_degree);
- parms.set_coeff_modulus(CoeffModulus::Create(poly_modulus_degree, {60, 30, 30, 30, 60}));
- double scale =pow(2.0, 30);
- cout<<'Valid parms: '<< boolalpha << context->key_context_data()->qualifiers().parameters_set()<< endl;
- cout<<'Max allowed coeff_modulus bit-count for this poly_mod_deg: '<< CoeffModulus::MaxBitCount(poly_modulus_degree)<< endl;
- cout<<'Current coeff_modulus bit-count: '<< context->key_context_data()->total_coeff_modulus_bit_count()<< endl;
- cout<<'Encoder.slot_count: '<< encoder.slot_count()<< endl << endl;
- auto secret_key = keygen.secret_key();
- auto relin_keys = keygen.relin_keys_local();
- Encryptor encryptor(context, public_key);
- encoder.encode(inputs, scale, p);
- encryptor.encrypt(p, c);
- Evaluator evaluator(context);
- for(size_t i =1; i < encoder.slot_count(); i <<=1){
- evaluator.rotate_vector(c, i, galois_keys, temp_c);
- }
- auto N = inputs.size();
- N_inv /=((int)N);
- encoder.encode(N_inv, scale, pN_inv);
- evaluator.multiply_plain(c, pN_inv, c_avg);
- evaluator.relinearize_inplace(c_avg, relin_keys);
- c_avg.scale()= scale;
- evaluator.sub_inplace(c, c_avg);
- evaluator.square_inplace(c);
- evaluator.rescale_to_next_inplace(c);
- for(size_t i =1; i < inputs.size(); i++){
- evaluator.rotate_vector_inplace(temp_c, 1, galois_keys);
- }
- encoder.encode(N_inv, c.parms_id(), scale, pN_inv);
- evaluator.multiply_plain(c, pN_inv, c_var);
- decryptor.decrypt(c_avg, p_avg);
- encoder.decode(p_avg, vect);
- decryptor.decrypt(c_var, p_var);
- auto var = vect[0];
- cout<<'Variance: '<< var << endl;
Paste 2 5 6 X 4 7
![Paste Paste](https://media.cheggcdn.com/media/5ba/5ba852b7-6ae2-4f12-998d-45164b8bb369/phprnASlF.png)